Tabular AI is causing a big stir in the world of traditional Machine Learning. Since Tabular AI models are pre-trained , there is no need anymore to train, tune and maintain a specific Machine Learning model for each task.
This makes forecasting on structured data accessible to non-Data Scientists. And Data Scientists have a good chance to get more accurate predictions with less effort, compared to traditional Machine Learning (a.k.a. Narrow AI). What’s not to like? Win-win for everyone!
On top of its existing models from the RPT and TabPFN family, SAP has just released SAP-RPT-TS., a Foundation Model specifically for time-series forecasting. Time-series forecasting is by far the most common requirement that I am seeing on tabular data. So I ran a few tests and comparisons, and I am impressed by the results!
This blog guides you through making your own SAP-RPT-TS forecasts through SAP AI Core. For a quick test you can also try your own data in the RPT Playground. If you have a SAP HANA Cloud instance, you can also get SAP-RPT-TS forecasts through SQL/Python, without needing to extract or move any data.
Tabular AI is causing a big stir in the world of traditional Machine Learning. Since Tabular AI models are pre-trained , there is no need anymore to train, tune and maintain a specific Machine Learning model for each task.This makes forecasting on structured data accessible to non-Data Scientists. And Data Scientists have a good chance to get more accurate predictions with less effort, compared to traditional Machine Learning (a.k.a. Narrow AI). What’s not to like? Win-win for everyone!On top of its existing models from the RPT and TabPFN family, SAP has just released SAP-RPT-TS., a Foundation Model specifically for time-series forecasting. Time-series forecasting is by far the most common requirement that I am seeing on tabular data. So I ran a few tests and comparisons, and I am impressed by the results!This blog guides you through making your own SAP-RPT-TS forecasts through SAP AI Core. For a quick test you can also try your own data in the RPT Playground. If you have a SAP HANA Cloud instance, you can also get SAP-RPT-TS forecasts through SQL/Python, without needing to extract or move any data. Read More Technology Blog Posts by SAP articles
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